Overview
Brought to you by YData
Dataset statistics
| Number of variables | 30 |
|---|---|
| Number of observations | 44084 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 10.4 MiB |
| Average record size in memory | 248.0 B |
Variable types
| Categorical | 7 |
|---|---|
| Numeric | 23 |
alt is highly overall correlated with ast and 1 other fields | High correlation |
ast is highly overall correlated with alt | High correlation |
bmi is highly overall correlated with waist_cm and 1 other fields | High correlation |
cholesterol is highly overall correlated with ldl and 1 other fields | High correlation |
cholesterol_ratio is highly overall correlated with hdl and 3 other fields | High correlation |
eyesight_left is highly overall correlated with eyesight_right | High correlation |
eyesight_right is highly overall correlated with eyesight_left | High correlation |
gender is highly overall correlated with height_cm and 3 other fields | High correlation |
gtp is highly overall correlated with alt | High correlation |
hdl is highly overall correlated with cholesterol_ratio and 1 other fields | High correlation |
height_cm is highly overall correlated with gender and 2 other fields | High correlation |
hemoglobin is highly overall correlated with gender and 2 other fields | High correlation |
hypertension is highly overall correlated with relaxation and 1 other fields | High correlation |
ldl is highly overall correlated with cholesterol and 2 other fields | High correlation |
ldl_hdl_ratio is highly overall correlated with cholesterol and 3 other fields | High correlation |
relaxation is highly overall correlated with hypertension and 1 other fields | High correlation |
smoking is highly overall correlated with gender | High correlation |
systolic is highly overall correlated with hypertension and 1 other fields | High correlation |
triglyceride is highly overall correlated with cholesterol_ratio | High correlation |
waist_cm is highly overall correlated with bmi and 1 other fields | High correlation |
weight_kg is highly overall correlated with bmi and 4 other fields | High correlation |
hearing_left is highly imbalanced (83.8%) | Imbalance |
hearing_right is highly imbalanced (83.5%) | Imbalance |
hypertension is highly imbalanced (53.8%) | Imbalance |
ast is highly skewed (γ1 = 23.72604813) | Skewed |
alt is highly skewed (γ1 = 38.9661536) | Skewed |
Reproduction
| Analysis started | 2025-04-19 13:13:30.805825 |
|---|---|
| Analysis finished | 2025-04-19 13:13:58.138791 |
| Duration | 27.33 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
gender
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 27959 | |
| 0 | 16125 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 27959 | |
| 0 | 16125 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 27959 | |
| 0 | 16125 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 44084 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 27959 | |
| 0 | 16125 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 44084 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 27959 | |
| 0 | 16125 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 44084 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 27959 | |
| 0 | 16125 |
age
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.178273 |
| Minimum | 20 |
|---|---|
| Maximum | 85 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.8 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 40 |
| median | 40 |
| Q3 | 55 |
| 95-th percentile | 65 |
| Maximum | 85 |
| Range | 65 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 12.056772 |
|---|---|
| Coefficient of variation (CV) | 0.27291179 |
| Kurtosis | -0.16514734 |
| Mean | 44.178273 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.25782831 |
| Sum | 1947555 |
| Variance | 145.36574 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40 | 11964 | |
| 45 | 5615 | |
| 60 | 4877 | |
| 50 | 4381 | 9.9% |
| 55 | 4023 | 9.1% |
| 35 | 3555 | 8.1% |
| 30 | 3180 | 7.2% |
| 25 | 2791 | 6.3% |
| 20 | 1289 | 2.9% |
| 65 | 1061 | 2.4% |
| Other values (4) | 1348 | 3.1% |
| Value | Count | Frequency (%) |
| 20 | 1289 | 2.9% |
| 25 | 2791 | 6.3% |
| 30 | 3180 | 7.2% |
| 35 | 3555 | 8.1% |
| 40 | 11964 | |
| 45 | 5615 | |
| 50 | 4381 | 9.9% |
| 55 | 4023 | 9.1% |
| 60 | 4877 | |
| 65 | 1061 | 2.4% |
| Value | Count | Frequency (%) |
| 85 | 13 | < 0.1% |
| 80 | 208 | 0.5% |
| 75 | 481 | 1.1% |
| 70 | 646 | 1.5% |
| 65 | 1061 | 2.4% |
| 60 | 4877 | |
| 55 | 4023 | 9.1% |
| 50 | 4381 | 9.9% |
| 45 | 5615 | |
| 40 | 11964 |
height_cm
Real number (ℝ)
High correlation 
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 164.64103 |
| Minimum | 130 |
|---|---|
| Maximum | 190 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.8 KiB |
Quantile statistics
| Minimum | 130 |
|---|---|
| 5-th percentile | 150 |
| Q1 | 160 |
| median | 165 |
| Q3 | 170 |
| 95-th percentile | 180 |
| Maximum | 190 |
| Range | 60 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 9.1898346 |
|---|---|
| Coefficient of variation (CV) | 0.055817404 |
| Kurtosis | -0.6170455 |
| Mean | 164.64103 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | -0.14045689 |
| Sum | 7258035 |
| Variance | 84.45306 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 170 | 9017 | |
| 165 | 7844 | |
| 160 | 7079 | |
| 175 | 6342 | |
| 155 | 6035 | |
| 150 | 3588 | 8.1% |
| 180 | 2487 | 5.6% |
| 145 | 965 | 2.2% |
| 185 | 534 | 1.2% |
| 140 | 161 | 0.4% |
| Other values (3) | 32 | 0.1% |
| Value | Count | Frequency (%) |
| 130 | 1 | < 0.1% |
| 135 | 3 | < 0.1% |
| 140 | 161 | 0.4% |
| 145 | 965 | 2.2% |
| 150 | 3588 | 8.1% |
| 155 | 6035 | |
| 160 | 7079 | |
| 165 | 7844 | |
| 170 | 9017 | |
| 175 | 6342 |
| Value | Count | Frequency (%) |
| 190 | 28 | 0.1% |
| 185 | 534 | 1.2% |
| 180 | 2487 | 5.6% |
| 175 | 6342 | |
| 170 | 9017 | |
| 165 | 7844 | |
| 160 | 7079 | |
| 155 | 6035 | |
| 150 | 3588 | 8.1% |
| 145 | 965 | 2.2% |
weight_kg
Real number (ℝ)
High correlation 
| Distinct | 22 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.759573 |
| Minimum | 30 |
|---|---|
| Maximum | 135 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.8 KiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 45 |
| Q1 | 55 |
| median | 65 |
| Q3 | 75 |
| 95-th percentile | 90 |
| Maximum | 135 |
| Range | 105 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 12.681717 |
|---|---|
| Coefficient of variation (CV) | 0.19284976 |
| Kurtosis | 0.21549653 |
| Mean | 65.759573 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.50221859 |
| Sum | 2898945 |
| Variance | 160.82596 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 65 | 6551 | |
| 60 | 6441 | |
| 70 | 6152 | |
| 55 | 5834 | |
| 75 | 4800 | |
| 50 | 4401 | |
| 80 | 3235 | |
| 85 | 2019 | 4.6% |
| 45 | 1878 | 4.3% |
| 90 | 1159 | 2.6% |
| Other values (12) | 1614 | 3.7% |
| Value | Count | Frequency (%) |
| 30 | 5 | < 0.1% |
| 35 | 30 | 0.1% |
| 40 | 375 | 0.9% |
| 45 | 1878 | 4.3% |
| 50 | 4401 | |
| 55 | 5834 | |
| 60 | 6441 | |
| 65 | 6551 | |
| 70 | 6152 | |
| 75 | 4800 |
| Value | Count | Frequency (%) |
| 135 | 1 | < 0.1% |
| 130 | 2 | < 0.1% |
| 125 | 6 | < 0.1% |
| 120 | 15 | < 0.1% |
| 115 | 25 | 0.1% |
| 110 | 67 | 0.2% |
| 105 | 146 | 0.3% |
| 100 | 333 | 0.8% |
| 95 | 609 | |
| 90 | 1159 |
waist_cm
Real number (ℝ)
High correlation 
| Distinct | 554 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 81.962905 |
| Minimum | 51 |
|---|---|
| Maximum | 129 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.8 KiB |
Quantile statistics
| Minimum | 51 |
|---|---|
| 5-th percentile | 67 |
| Q1 | 76 |
| median | 82 |
| Q3 | 88 |
| 95-th percentile | 97.3 |
| Maximum | 129 |
| Range | 78 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 9.178336 |
|---|---|
| Coefficient of variation (CV) | 0.11198159 |
| Kurtosis | 0.065347716 |
| Mean | 81.962905 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.21262232 |
| Sum | 3613252.7 |
| Variance | 84.241852 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 1520 | 3.4% |
| 82 | 1419 | 3.2% |
| 81 | 1361 | 3.1% |
| 84 | 1355 | 3.1% |
| 78 | 1322 | 3.0% |
| 86 | 1305 | 3.0% |
| 85 | 1288 | 2.9% |
| 83 | 1261 | 2.9% |
| 79 | 1211 | 2.7% |
| 76 | 1201 | 2.7% |
| Other values (544) | 30841 |
| Value | Count | Frequency (%) |
| 51 | 1 | < 0.1% |
| 53 | 1 | < 0.1% |
| 54 | 2 | < 0.1% |
| 55 | 3 | |
| 56 | 5 | |
| 56.2 | 2 | < 0.1% |
| 56.4 | 1 | < 0.1% |
| 56.6 | 1 | < 0.1% |
| 57 | 7 | |
| 57.2 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 129 | 1 | < 0.1% |
| 127.7 | 1 | < 0.1% |
| 127 | 1 | < 0.1% |
| 124 | 1 | < 0.1% |
| 123 | 1 | < 0.1% |
| 121 | 3 | |
| 120.9 | 1 | < 0.1% |
| 120 | 2 | |
| 119 | 1 | < 0.1% |
| 118.5 | 1 | < 0.1% |
eyesight_left
Real number (ℝ)
High correlation 
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0126758 |
| Minimum | 0.1 |
|---|---|
| Maximum | 9.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.8 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 0.8 |
| median | 1 |
| Q3 | 1.2 |
| 95-th percentile | 1.5 |
| Maximum | 9.9 |
| Range | 9.8 |
| Interquartile range (IQR) | 0.4 |
Descriptive statistics
| Standard deviation | 0.48691745 |
|---|---|
| Coefficient of variation (CV) | 0.48082264 |
| Kurtosis | 181.43453 |
| Mean | 1.0126758 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 10.008953 |
| Sum | 44642.8 |
| Variance | 0.2370886 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.2 | 10084 | |
| 1 | 9645 | |
| 1.5 | 6197 | |
| 0.8 | 4181 | |
| 0.9 | 4101 | |
| 0.7 | 3529 | 8.0% |
| 0.6 | 1961 | 4.4% |
| 0.5 | 1664 | 3.8% |
| 0.4 | 964 | 2.2% |
| 0.3 | 703 | 1.6% |
| Other values (9) | 1055 | 2.4% |
| Value | Count | Frequency (%) |
| 0.1 | 274 | 0.6% |
| 0.2 | 367 | 0.8% |
| 0.3 | 703 | 1.6% |
| 0.4 | 964 | 2.2% |
| 0.5 | 1664 | 3.8% |
| 0.6 | 1961 | 4.4% |
| 0.7 | 3529 | 8.0% |
| 0.8 | 4181 | |
| 0.9 | 4101 | |
| 1 | 9645 |
| Value | Count | Frequency (%) |
| 9.9 | 73 | 0.2% |
| 2 | 311 | 0.7% |
| 1.9 | 2 | < 0.1% |
| 1.8 | 1 | < 0.1% |
| 1.6 | 16 | < 0.1% |
| 1.5 | 6197 | |
| 1.3 | 8 | < 0.1% |
| 1.2 | 10084 | |
| 1.1 | 3 | < 0.1% |
| 1 | 9645 |
eyesight_right
Real number (ℝ)
High correlation 
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0085178 |
| Minimum | 0.1 |
|---|---|
| Maximum | 9.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.8 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 0.8 |
| median | 1 |
| Q3 | 1.2 |
| 95-th percentile | 1.5 |
| Maximum | 9.9 |
| Range | 9.8 |
| Interquartile range (IQR) | 0.4 |
Descriptive statistics
| Standard deviation | 0.481965 |
|---|---|
| Coefficient of variation (CV) | 0.47789438 |
| Kurtosis | 184.22319 |
| Mean | 1.0085178 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 10.049422 |
| Sum | 44459.5 |
| Variance | 0.23229026 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.2 | 9911 | |
| 1 | 9909 | |
| 1.5 | 6045 | |
| 0.8 | 4286 | |
| 0.9 | 4170 | |
| 0.7 | 3437 | 7.8% |
| 0.6 | 1881 | 4.3% |
| 0.5 | 1702 | 3.9% |
| 0.4 | 1025 | 2.3% |
| 0.3 | 674 | 1.5% |
| Other values (7) | 1044 | 2.4% |
| Value | Count | Frequency (%) |
| 0.1 | 278 | 0.6% |
| 0.2 | 388 | 0.9% |
| 0.3 | 674 | 1.5% |
| 0.4 | 1025 | 2.3% |
| 0.5 | 1702 | 3.9% |
| 0.6 | 1881 | 4.3% |
| 0.7 | 3437 | 7.8% |
| 0.8 | 4286 | |
| 0.9 | 4170 | |
| 1 | 9909 |
| Value | Count | Frequency (%) |
| 9.9 | 71 | 0.2% |
| 2 | 284 | 0.6% |
| 1.6 | 15 | < 0.1% |
| 1.5 | 6045 | |
| 1.3 | 6 | < 0.1% |
| 1.2 | 9911 | |
| 1.1 | 2 | < 0.1% |
| 1 | 9909 | |
| 0.9 | 4170 | |
| 0.8 | 4286 |
hearing_left
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| 1.0 | |
|---|---|
| 2.0 | 1050 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 43034 | |
| 2.0 | 1050 | 2.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 43034 | |
| 2.0 | 1050 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 44084 | |
| 0 | 44084 | |
| 1 | 43034 | |
| 2 | 1050 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 132252 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 44084 | |
| 0 | 44084 | |
| 1 | 43034 | |
| 2 | 1050 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 132252 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 44084 | |
| 0 | 44084 | |
| 1 | 43034 | |
| 2 | 1050 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 132252 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 44084 | |
| 0 | 44084 | |
| 1 | 43034 | |
| 2 | 1050 | 0.8% |
hearing_right
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.5 MiB |
| 1.0 | |
|---|---|
| 2.0 | 1071 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 43013 | |
| 2.0 | 1071 | 2.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 43013 | |
| 2.0 | 1071 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 44084 | |
| 0 | 44084 | |
| 1 | 43013 | |
| 2 | 1071 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 132252 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 44084 | |
| 0 | 44084 | |
| 1 | 43013 | |
| 2 | 1071 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 132252 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 44084 | |
| 0 | 44084 | |
| 1 | 43013 | |
| 2 | 1071 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 132252 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 44084 | |
| 0 | 44084 | |
| 1 | 43013 | |
| 2 | 1071 | 0.8% |
systolic
Real number (ℝ)
High correlation 
| Distinct | 126 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 121.36519 |
| Minimum | 71 |
|---|---|
| Maximum | 240 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.8 KiB |
Quantile statistics
| Minimum | 71 |
|---|---|
| 5-th percentile | 100 |
| Q1 | 112 |
| median | 120 |
| Q3 | 130 |
| 95-th percentile | 143 |
| Maximum | 240 |
| Range | 169 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 13.499198 |
|---|---|
| Coefficient of variation (CV) | 0.11122792 |
| Kurtosis | 1.1263834 |
| Mean | 121.36519 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.41549873 |
| Sum | 5350263 |
| Variance | 182.22834 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 110 | 2759 | 6.3% |
| 120 | 2717 | 6.2% |
| 130 | 2606 | 5.9% |
| 118 | 2366 | 5.4% |
| 124 | 1216 | 2.8% |
| 119 | 1206 | 2.7% |
| 128 | 1203 | 2.7% |
| 116 | 1203 | 2.7% |
| 100 | 1186 | 2.7% |
| 122 | 1167 | 2.6% |
| Other values (116) | 26455 |
| Value | Count | Frequency (%) |
| 71 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 79 | 1 | < 0.1% |
| 80 | 3 | < 0.1% |
| 81 | 6 | |
| 82 | 5 | < 0.1% |
| 83 | 5 | < 0.1% |
| 84 | 5 | < 0.1% |
| 85 | 3 | < 0.1% |
| 86 | 14 |
| Value | Count | Frequency (%) |
| 240 | 1 | < 0.1% |
| 223 | 1 | < 0.1% |
| 220 | 1 | < 0.1% |
| 213 | 1 | < 0.1% |
| 208 | 1 | < 0.1% |
| 204 | 2 | |
| 200 | 2 | |
| 199 | 3 | |
| 198 | 2 | |
| 197 | 2 |
relaxation
Real number (ℝ)
High correlation 
| Distinct | 93 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 75.934262 |
| Minimum | 40 |
|---|---|
| Maximum | 140 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.8 KiB |
Quantile statistics
| Minimum | 40 |
|---|---|
| 5-th percentile | 60 |
| Q1 | 70 |
| median | 76 |
| Q3 | 82 |
| 95-th percentile | 90 |
| Maximum | 140 |
| Range | 100 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 9.5771421 |
|---|---|
| Coefficient of variation (CV) | 0.12612412 |
| Kurtosis | 0.73859298 |
| Mean | 75.934262 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.34095322 |
| Sum | 3347486 |
| Variance | 91.72165 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 4293 | 9.7% |
| 70 | 4139 | 9.4% |
| 78 | 2545 | 5.8% |
| 60 | 1742 | 4.0% |
| 72 | 1732 | 3.9% |
| 74 | 1658 | 3.8% |
| 76 | 1636 | 3.7% |
| 75 | 1461 | 3.3% |
| 82 | 1394 | 3.2% |
| 84 | 1336 | 3.0% |
| Other values (83) | 22148 |
| Value | Count | Frequency (%) |
| 40 | 2 | < 0.1% |
| 42 | 1 | < 0.1% |
| 44 | 3 | < 0.1% |
| 45 | 1 | < 0.1% |
| 46 | 3 | < 0.1% |
| 47 | 3 | < 0.1% |
| 48 | 6 | < 0.1% |
| 49 | 7 | < 0.1% |
| 50 | 27 | |
| 51 | 44 |
| Value | Count | Frequency (%) |
| 140 | 2 | |
| 137 | 1 | |
| 136 | 1 | |
| 134 | 1 | |
| 133 | 1 | |
| 132 | 1 | |
| 130 | 2 | |
| 129 | 1 | |
| 128 | 1 | |
| 126 | 1 |
fasting_blood_sugar
Real number (ℝ)
| Distinct | 271 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98.993535 |
| Minimum | 46 |
|---|---|
| Maximum | 505 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.8 KiB |
Quantile statistics
| Minimum | 46 |
|---|---|
| 5-th percentile | 80 |
| Q1 | 89 |
| median | 95 |
| Q3 | 103 |
| 95-th percentile | 128 |
| Maximum | 505 |
| Range | 459 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 20.240882 |
|---|---|
| Coefficient of variation (CV) | 0.2044667 |
| Kurtosis | 39.08854 |
| Mean | 98.993535 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 4.6073628 |
| Sum | 4364031 |
| Variance | 409.69329 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 94 | 1764 | 4.0% |
| 93 | 1711 | 3.9% |
| 92 | 1710 | 3.9% |
| 97 | 1699 | 3.9% |
| 95 | 1695 | 3.8% |
| 91 | 1678 | 3.8% |
| 98 | 1615 | 3.7% |
| 96 | 1581 | 3.6% |
| 90 | 1570 | 3.6% |
| 99 | 1564 | 3.5% |
| Other values (261) | 27497 |
| Value | Count | Frequency (%) |
| 46 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 51 | 1 | < 0.1% |
| 54 | 1 | < 0.1% |
| 55 | 2 | < 0.1% |
| 56 | 2 | < 0.1% |
| 57 | 3 | |
| 58 | 1 | < 0.1% |
| 59 | 3 | |
| 60 | 7 |
| Value | Count | Frequency (%) |
| 505 | 1 | |
| 475 | 1 | |
| 423 | 1 | |
| 398 | 1 | |
| 391 | 1 | |
| 386 | 1 | |
| 375 | 1 | |
| 369 | 2 | |
| 365 | 1 | |
| 363 | 1 |
cholesterol
Real number (ℝ)
High correlation 
| Distinct | 282 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 196.80782 |
| Minimum | 55 |
|---|---|
| Maximum | 445 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.8 KiB |
Quantile statistics
| Minimum | 55 |
|---|---|
| 5-th percentile | 141 |
| Q1 | 172 |
| median | 195 |
| Q3 | 219 |
| 95-th percentile | 259 |
| Maximum | 445 |
| Range | 390 |
| Interquartile range (IQR) | 47 |
Descriptive statistics
| Standard deviation | 36.110902 |
|---|---|
| Coefficient of variation (CV) | 0.18348307 |
| Kurtosis | 0.54881571 |
| Mean | 196.80782 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 0.3724775 |
| Sum | 8676076 |
| Variance | 1303.9973 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 199 | 545 | 1.2% |
| 187 | 516 | 1.2% |
| 192 | 515 | 1.2% |
| 197 | 512 | 1.2% |
| 195 | 505 | 1.1% |
| 189 | 504 | 1.1% |
| 198 | 504 | 1.1% |
| 188 | 502 | 1.1% |
| 193 | 502 | 1.1% |
| 180 | 500 | 1.1% |
| Other values (272) | 38979 |
| Value | Count | Frequency (%) |
| 55 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 77 | 2 | |
| 84 | 1 | < 0.1% |
| 86 | 1 | < 0.1% |
| 87 | 1 | < 0.1% |
| 90 | 2 | |
| 91 | 3 | |
| 92 | 3 | |
| 93 | 3 |
| Value | Count | Frequency (%) |
| 445 | 1 | |
| 442 | 1 | |
| 441 | 1 | |
| 419 | 1 | |
| 410 | 1 | |
| 395 | 1 | |
| 393 | 1 | |
| 386 | 1 | |
| 380 | 1 | |
| 377 | 1 |
triglyceride
Real number (ℝ)
High correlation 
| Distinct | 390 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 125.77116 |
| Minimum | 8 |
|---|---|
| Maximum | 999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.8 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 46 |
| Q1 | 74 |
| median | 107 |
| Q3 | 159 |
| 95-th percentile | 274 |
| Maximum | 999 |
| Range | 991 |
| Interquartile range (IQR) | 85 |
Descriptive statistics
| Standard deviation | 70.655231 |
|---|---|
| Coefficient of variation (CV) | 0.56177608 |
| Kurtosis | 2.0593309 |
| Mean | 125.77116 |
| Median Absolute Deviation (MAD) | 39 |
| Skewness | 1.3220634 |
| Sum | 5544496 |
| Variance | 4992.1617 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 71 | 418 | 0.9% |
| 79 | 393 | 0.9% |
| 82 | 393 | 0.9% |
| 83 | 386 | 0.9% |
| 80 | 378 | 0.9% |
| 66 | 374 | 0.8% |
| 69 | 369 | 0.8% |
| 85 | 369 | 0.8% |
| 78 | 368 | 0.8% |
| 67 | 365 | 0.8% |
| Other values (380) | 40271 |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 16 | 4 | < 0.1% |
| 19 | 2 | < 0.1% |
| 20 | 7 | |
| 21 | 6 | |
| 22 | 6 | |
| 23 | 8 | |
| 24 | 12 |
| Value | Count | Frequency (%) |
| 999 | 1 | < 0.1% |
| 548 | 1 | < 0.1% |
| 466 | 1 | < 0.1% |
| 432 | 1 | < 0.1% |
| 405 | 1 | < 0.1% |
| 399 | 14 | |
| 398 | 8 | |
| 397 | 14 | |
| 396 | 5 | < 0.1% |
| 395 | 8 |
hdl
Real number (ℝ)
High correlation 
| Distinct | 125 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57.318914 |
| Minimum | 4 |
|---|---|
| Maximum | 618 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.8 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 37 |
| Q1 | 47 |
| median | 55 |
| Q3 | 66 |
| 95-th percentile | 84 |
| Maximum | 618 |
| Range | 614 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 14.748826 |
|---|---|
| Coefficient of variation (CV) | 0.25731168 |
| Kurtosis | 52.199372 |
| Mean | 57.318914 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 2.2202778 |
| Sum | 2526847 |
| Variance | 217.52788 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 51 | 1325 | 3.0% |
| 50 | 1324 | 3.0% |
| 54 | 1309 | 3.0% |
| 56 | 1309 | 3.0% |
| 53 | 1295 | 2.9% |
| 55 | 1281 | 2.9% |
| 49 | 1265 | 2.9% |
| 52 | 1263 | 2.9% |
| 47 | 1261 | 2.9% |
| 48 | 1257 | 2.9% |
| Other values (115) | 31195 |
| Value | Count | Frequency (%) |
| 4 | 2 | < 0.1% |
| 11 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 17 | 1 | < 0.1% |
| 18 | 2 | < 0.1% |
| 21 | 2 | < 0.1% |
| 22 | 2 | < 0.1% |
| 23 | 4 | < 0.1% |
| 24 | 8 | |
| 25 | 10 |
| Value | Count | Frequency (%) |
| 618 | 1 | < 0.1% |
| 359 | 1 | < 0.1% |
| 157 | 1 | < 0.1% |
| 155 | 1 | < 0.1% |
| 148 | 1 | < 0.1% |
| 144 | 1 | < 0.1% |
| 136 | 2 | |
| 135 | 2 | |
| 133 | 3 | |
| 132 | 1 | < 0.1% |
ldl
Real number (ℝ)
High correlation 
| Distinct | 283 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 114.96092 |
| Minimum | 1 |
|---|---|
| Maximum | 1860 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 63 |
| Q1 | 92 |
| median | 113 |
| Q3 | 136 |
| 95-th percentile | 171 |
| Maximum | 1860 |
| Range | 1859 |
| Interquartile range (IQR) | 44 |
Descriptive statistics
| Standard deviation | 40.125841 |
|---|---|
| Coefficient of variation (CV) | 0.34903898 |
| Kurtosis | 354.74025 |
| Mean | 114.96092 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 10.373479 |
| Sum | 5067937 |
| Variance | 1610.0831 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 110 | 582 | 1.3% |
| 112 | 574 | 1.3% |
| 121 | 559 | 1.3% |
| 111 | 554 | 1.3% |
| 106 | 553 | 1.3% |
| 107 | 550 | 1.2% |
| 116 | 547 | 1.2% |
| 101 | 544 | 1.2% |
| 96 | 541 | 1.2% |
| 114 | 538 | 1.2% |
| Other values (273) | 38542 |
| Value | Count | Frequency (%) |
| 1 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 12 | 4 | |
| 13 | 3 | |
| 14 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 16 | 5 |
| Value | Count | Frequency (%) |
| 1860 | 1 | |
| 1810 | 1 | |
| 1660 | 1 | |
| 1560 | 1 | |
| 1400 | 1 | |
| 1340 | 1 | |
| 1260 | 1 | |
| 1220 | 1 | |
| 1200 | 1 | |
| 1120 | 1 |
hemoglobin
Real number (ℝ)
High correlation 
| Distinct | 142 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.614207 |
| Minimum | 4.9 |
|---|---|
| Maximum | 20.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.8 KiB |
Quantile statistics
| Minimum | 4.9 |
|---|---|
| 5-th percentile | 12.1 |
| Q1 | 13.6 |
| median | 14.8 |
| Q3 | 15.7 |
| 95-th percentile | 16.8 |
| Maximum | 20.9 |
| Range | 16 |
| Interquartile range (IQR) | 2.1 |
Descriptive statistics
| Standard deviation | 1.559347 |
|---|---|
| Coefficient of variation (CV) | 0.10670076 |
| Kurtosis | 1.2477973 |
| Mean | 14.614207 |
| Median Absolute Deviation (MAD) | 1.1 |
| Skewness | -0.66575185 |
| Sum | 644252.7 |
| Variance | 2.431563 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15.4 | 1207 | 2.7% |
| 15 | 1197 | 2.7% |
| 15.6 | 1194 | 2.7% |
| 15.3 | 1191 | 2.7% |
| 15.5 | 1173 | 2.7% |
| 15.7 | 1171 | 2.7% |
| 15.2 | 1118 | 2.5% |
| 14.9 | 1116 | 2.5% |
| 15.8 | 1103 | 2.5% |
| 15.1 | 1102 | 2.5% |
| Other values (132) | 32512 |
| Value | Count | Frequency (%) |
| 4.9 | 1 | < 0.1% |
| 5 | 2 | < 0.1% |
| 5.5 | 2 | < 0.1% |
| 5.8 | 2 | < 0.1% |
| 5.9 | 1 | < 0.1% |
| 6.1 | 1 | < 0.1% |
| 6.2 | 1 | < 0.1% |
| 6.3 | 5 | |
| 6.4 | 1 | < 0.1% |
| 6.6 | 3 |
| Value | Count | Frequency (%) |
| 20.9 | 1 | < 0.1% |
| 20.4 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19.7 | 1 | < 0.1% |
| 19.6 | 2 | < 0.1% |
| 19.5 | 1 | < 0.1% |
| 19.3 | 2 | < 0.1% |
| 19.2 | 2 | < 0.1% |
| 19.1 | 6 | |
| 19 | 4 |
urine_protein
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0814581 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.38887753 |
|---|---|
| Coefficient of variation (CV) | 0.3595863 |
| Kurtosis | 39.677181 |
| Mean | 1.0814581 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.8349304 |
| Sum | 47675 |
| Variance | 0.15122573 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 41760 | |
| 2 | 1386 | 3.1% |
| 3 | 688 | 1.6% |
| 4 | 180 | 0.4% |
| 5 | 61 | 0.1% |
| 6 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 41760 | |
| 2 | 1386 | 3.1% |
| 3 | 688 | 1.6% |
| 4 | 180 | 0.4% |
| 5 | 61 | 0.1% |
| 6 | 9 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 9 | < 0.1% |
| 5 | 61 | 0.1% |
| 4 | 180 | 0.4% |
| 3 | 688 | 1.6% |
| 2 | 1386 | 3.1% |
| 1 | 41760 |
serum_creatinine
Real number (ℝ)
| Distinct | 38 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.88552536 |
| Minimum | 0.1 |
|---|---|
| Maximum | 11.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.8 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.6 |
| Q1 | 0.8 |
| median | 0.9 |
| Q3 | 1 |
| 95-th percentile | 1.2 |
| Maximum | 11.6 |
| Range | 11.5 |
| Interquartile range (IQR) | 0.2 |
Descriptive statistics
| Standard deviation | 0.22555141 |
|---|---|
| Coefficient of variation (CV) | 0.25470914 |
| Kurtosis | 412.4565 |
| Mean | 0.88552536 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 10.633209 |
| Sum | 39037.5 |
| Variance | 0.050873437 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9 | 8963 | |
| 0.8 | 8319 | |
| 1 | 7681 | |
| 0.7 | 5957 | |
| 1.1 | 4871 | |
| 0.6 | 3530 | 8.0% |
| 1.2 | 2312 | 5.2% |
| 0.5 | 1181 | 2.7% |
| 1.3 | 702 | 1.6% |
| 1.4 | 225 | 0.5% |
| Other values (28) | 343 | 0.8% |
| Value | Count | Frequency (%) |
| 0.1 | 19 | < 0.1% |
| 0.2 | 2 | < 0.1% |
| 0.3 | 9 | < 0.1% |
| 0.4 | 160 | 0.4% |
| 0.5 | 1181 | 2.7% |
| 0.6 | 3530 | 8.0% |
| 0.7 | 5957 | |
| 0.8 | 8319 | |
| 0.9 | 8963 | |
| 1 | 7681 |
| Value | Count | Frequency (%) |
| 11.6 | 1 | |
| 10.3 | 1 | |
| 10 | 2 | |
| 9.9 | 1 | |
| 7.5 | 1 | |
| 7.4 | 1 | |
| 6.4 | 1 | |
| 5.9 | 1 | |
| 5 | 1 | |
| 3.4 | 2 |
ast
Real number (ℝ)
High correlation  Skewed 
| Distinct | 196 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.79437 |
| Minimum | 6 |
|---|---|
| Maximum | 1090 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.8 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 15 |
| Q1 | 19 |
| median | 23 |
| Q3 | 28 |
| 95-th percentile | 44 |
| Maximum | 1090 |
| Range | 1084 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 17.217872 |
|---|---|
| Coefficient of variation (CV) | 0.66750505 |
| Kurtosis | 1090.9437 |
| Mean | 25.79437 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 23.726048 |
| Sum | 1137119 |
| Variance | 296.45512 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20 | 3053 | 6.9% |
| 21 | 2998 | 6.8% |
| 22 | 2846 | 6.5% |
| 19 | 2826 | 6.4% |
| 23 | 2685 | 6.1% |
| 18 | 2559 | 5.8% |
| 24 | 2531 | 5.7% |
| 25 | 2216 | 5.0% |
| 17 | 2146 | 4.9% |
| 26 | 1834 | 4.2% |
| Other values (186) | 18390 |
| Value | Count | Frequency (%) |
| 6 | 2 | < 0.1% |
| 7 | 3 | < 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 18 | < 0.1% |
| 10 | 36 | 0.1% |
| 11 | 84 | 0.2% |
| 12 | 225 | 0.5% |
| 13 | 434 | 1.0% |
| 14 | 761 | |
| 15 | 1269 |
| Value | Count | Frequency (%) |
| 1090 | 1 | |
| 981 | 1 | |
| 976 | 1 | |
| 841 | 1 | |
| 778 | 1 | |
| 656 | 1 | |
| 591 | 1 | |
| 545 | 1 | |
| 527 | 1 | |
| 387 | 1 |
alt
Real number (ℝ)
High correlation  Skewed 
| Distinct | 229 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.469966 |
| Minimum | 1 |
|---|---|
| Maximum | 2914 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 15 |
| median | 21 |
| Q3 | 30 |
| 95-th percentile | 60 |
| Maximum | 2914 |
| Range | 2913 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 28.486264 |
|---|---|
| Coefficient of variation (CV) | 1.076173 |
| Kurtosis | 3107.6768 |
| Mean | 26.469966 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 38.966154 |
| Sum | 1166902 |
| Variance | 811.46726 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15 | 2159 | 4.9% |
| 16 | 2103 | 4.8% |
| 17 | 2095 | 4.8% |
| 14 | 2046 | 4.6% |
| 18 | 2038 | 4.6% |
| 13 | 1878 | 4.3% |
| 19 | 1854 | 4.2% |
| 12 | 1731 | 3.9% |
| 20 | 1724 | 3.9% |
| 21 | 1646 | 3.7% |
| Other values (219) | 24810 |
| Value | Count | Frequency (%) |
| 1 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 4 | < 0.1% |
| 4 | 18 | < 0.1% |
| 5 | 41 | 0.1% |
| 6 | 96 | 0.2% |
| 7 | 212 | 0.5% |
| 8 | 402 | 0.9% |
| 9 | 676 | |
| 10 | 1087 |
| Value | Count | Frequency (%) |
| 2914 | 1 | |
| 1783 | 1 | |
| 1504 | 1 | |
| 1400 | 1 | |
| 1155 | 1 | |
| 745 | 1 | |
| 740 | 1 | |
| 713 | 1 | |
| 610 | 1 | |
| 577 | 1 |
gtp
Real number (ℝ)
High correlation 
| Distinct | 456 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 38.736934 |
| Minimum | 1 |
|---|---|
| Maximum | 999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 17 |
| median | 25 |
| Q3 | 43 |
| 95-th percentile | 106 |
| Maximum | 999 |
| Range | 998 |
| Interquartile range (IQR) | 26 |
Descriptive statistics
| Standard deviation | 46.216111 |
|---|---|
| Coefficient of variation (CV) | 1.1930761 |
| Kurtosis | 72.304968 |
| Mean | 38.736934 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 6.5117151 |
| Sum | 1707679 |
| Variance | 2135.929 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16 | 1707 | 3.9% |
| 15 | 1689 | 3.8% |
| 14 | 1651 | 3.7% |
| 17 | 1638 | 3.7% |
| 18 | 1586 | 3.6% |
| 13 | 1481 | 3.4% |
| 19 | 1452 | 3.3% |
| 20 | 1403 | 3.2% |
| 21 | 1340 | 3.0% |
| 22 | 1288 | 2.9% |
| Other values (446) | 28849 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 11 | < 0.1% |
| 6 | 38 | 0.1% |
| 7 | 93 | 0.2% |
| 8 | 188 | 0.4% |
| 9 | 406 | |
| 10 | 734 |
| Value | Count | Frequency (%) |
| 999 | 1 | |
| 961 | 1 | |
| 933 | 1 | |
| 926 | 1 | |
| 910 | 1 | |
| 894 | 1 | |
| 875 | 1 | |
| 873 | 1 | |
| 850 | 1 | |
| 816 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 34804 | |
| 1 | 9280 | 21.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 34804 | |
| 1 | 9280 | 21.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 34804 | |
| 1 | 9280 | 21.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 44084 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 34804 | |
| 1 | 9280 | 21.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 44084 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 34804 | |
| 1 | 9280 | 21.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 44084 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 34804 | |
| 1 | 9280 | 21.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 24485 | |
| 0 | 19599 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 24485 | |
| 0 | 19599 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 24485 | |
| 0 | 19599 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 44084 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 24485 | |
| 0 | 19599 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 44084 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 24485 | |
| 0 | 19599 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 44084 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 24485 | |
| 0 | 19599 |
smoking
Categorical
High correlation 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 27972 | |
| 1 | 16112 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 27972 | |
| 1 | 16112 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 27972 | |
| 1 | 16112 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 44084 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 27972 | |
| 1 | 16112 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 44084 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 27972 | |
| 1 | 16112 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 44084 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 27972 | |
| 1 | 16112 |
bmi
Real number (ℝ)
High correlation 
| Distinct | 144 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.131814 |
| Minimum | 14.268728 |
|---|---|
| Maximum | 42.44898 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.8 KiB |
Quantile statistics
| Minimum | 14.268728 |
|---|---|
| 5-th percentile | 19.031142 |
| Q1 | 21.604938 |
| median | 23.875115 |
| Q3 | 26.122449 |
| 95-th percentile | 29.411765 |
| Maximum | 42.44898 |
| Range | 28.180252 |
| Interquartile range (IQR) | 4.5175107 |
Descriptive statistics
| Standard deviation | 3.4369806 |
|---|---|
| Coefficient of variation (CV) | 0.14242529 |
| Kurtosis | 0.56531355 |
| Mean | 24.131814 |
| Median Absolute Deviation (MAD) | 2.2473342 |
| Skewness | 0.5476608 |
| Sum | 1063826.9 |
| Variance | 11.812836 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24.22145329 | 1977 | 4.5% |
| 22.49134948 | 1739 | 3.9% |
| 23.87511478 | 1738 | 3.9% |
| 23.4375 | 1627 | 3.7% |
| 21.484375 | 1618 | 3.7% |
| 22.03856749 | 1614 | 3.7% |
| 25.95155709 | 1589 | 3.6% |
| 22.89281998 | 1562 | 3.5% |
| 25.71166208 | 1478 | 3.4% |
| 20.81165453 | 1463 | 3.3% |
| Other values (134) | 27679 |
| Value | Count | Frequency (%) |
| 14.26872771 | 3 | < 0.1% |
| 14.56815817 | 2 | < 0.1% |
| 14.69237833 | 2 | < 0.1% |
| 15.30612245 | 1 | < 0.1% |
| 15.55555556 | 13 | < 0.1% |
| 15.57093426 | 13 | < 0.1% |
| 15.625 | 21 | < 0.1% |
| 16.32653061 | 28 | |
| 16.46090535 | 1 | < 0.1% |
| 16.52892562 | 63 |
| Value | Count | Frequency (%) |
| 42.44897959 | 1 | < 0.1% |
| 41.66666667 | 1 | < 0.1% |
| 41.62330905 | 1 | < 0.1% |
| 41.015625 | 1 | < 0.1% |
| 40.81632653 | 3 | |
| 39.5421436 | 2 | < 0.1% |
| 39.18367347 | 7 | |
| 39.0625 | 1 | < 0.1% |
| 38.58024691 | 3 | |
| 38.56749311 | 5 |
bp_ratio
Real number (ℝ)
| Distinct | 2179 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6069567 |
| Minimum | 1.1578947 |
|---|---|
| Maximum | 2.6078431 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.8 KiB |
Quantile statistics
| Minimum | 1.1578947 |
|---|---|
| 5-th percentile | 1.4074613 |
| Q1 | 1.5128205 |
| median | 1.5890411 |
| Q3 | 1.6857143 |
| 95-th percentile | 1.8571429 |
| Maximum | 2.6078431 |
| Range | 1.4499484 |
| Interquartile range (IQR) | 0.17289377 |
Descriptive statistics
| Standard deviation | 0.13834106 |
|---|---|
| Coefficient of variation (CV) | 0.086088855 |
| Kurtosis | 1.5719666 |
| Mean | 1.6069567 |
| Median Absolute Deviation (MAD) | 0.085377509 |
| Skewness | 0.75097256 |
| Sum | 70841.08 |
| Variance | 0.01913825 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.5 | 1921 | 4.4% |
| 1.571428571 | 1508 | 3.4% |
| 1.625 | 1138 | 2.6% |
| 1.666666667 | 1047 | 2.4% |
| 1.512820513 | 762 | 1.7% |
| 1.6 | 544 | 1.2% |
| 1.714285714 | 520 | 1.2% |
| 1.428571429 | 380 | 0.9% |
| 1.555555556 | 363 | 0.8% |
| 1.75 | 342 | 0.8% |
| Other values (2169) | 35559 |
| Value | Count | Frequency (%) |
| 1.157894737 | 1 | < 0.1% |
| 1.162790698 | 1 | < 0.1% |
| 1.163934426 | 1 | < 0.1% |
| 1.170212766 | 1 | < 0.1% |
| 1.172727273 | 1 | < 0.1% |
| 1.181818182 | 1 | < 0.1% |
| 1.188235294 | 1 | < 0.1% |
| 1.195402299 | 1 | < 0.1% |
| 1.2 | 4 | |
| 1.204819277 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2.607843137 | 1 | |
| 2.565217391 | 1 | |
| 2.537037037 | 1 | |
| 2.5 | 2 | |
| 2.476190476 | 1 | |
| 2.470588235 | 1 | |
| 2.468085106 | 1 | |
| 2.428571429 | 1 | |
| 2.411764706 | 1 | |
| 2.409836066 | 1 |
cholesterol_ratio
Real number (ℝ)
High correlation 
| Distinct | 7720 |
|---|---|
| Distinct (%) | 17.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6208839 |
| Minimum | 0.38349515 |
|---|---|
| Maximum | 52.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.8 KiB |
Quantile statistics
| Minimum | 0.38349515 |
|---|---|
| 5-th percentile | 2.2068966 |
| Q1 | 2.859375 |
| median | 3.4827586 |
| Q3 | 4.2364833 |
| 95-th percentile | 5.4790308 |
| Maximum | 52.5 |
| Range | 52.116505 |
| Interquartile range (IQR) | 1.3771083 |
Descriptive statistics
| Standard deviation | 1.072312 |
|---|---|
| Coefficient of variation (CV) | 0.29614647 |
| Kurtosis | 169.67898 |
| Mean | 3.6208839 |
| Median Absolute Deviation (MAD) | 0.67868438 |
| Skewness | 4.5195863 |
| Sum | 159623.05 |
| Variance | 1.149853 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 290 | 0.7% |
| 4 | 273 | 0.6% |
| 3.5 | 184 | 0.4% |
| 5 | 128 | 0.3% |
| 3.666666667 | 116 | 0.3% |
| 3.333333333 | 111 | 0.3% |
| 4.5 | 96 | 0.2% |
| 2.5 | 83 | 0.2% |
| 3.25 | 71 | 0.2% |
| 2.666666667 | 70 | 0.2% |
| Other values (7710) | 42662 |
| Value | Count | Frequency (%) |
| 0.3834951456 | 1 | |
| 0.5598885794 | 1 | |
| 1.12244898 | 1 | |
| 1.213483146 | 1 | |
| 1.265060241 | 1 | |
| 1.293478261 | 1 | |
| 1.295238095 | 1 | |
| 1.3 | 1 | |
| 1.326086957 | 1 | |
| 1.340425532 | 1 |
| Value | Count | Frequency (%) |
| 52.5 | 1 | |
| 48.75 | 1 | |
| 16.35714286 | 1 | |
| 10.42857143 | 1 | |
| 9.897435897 | 1 | |
| 9.888888889 | 1 | |
| 9.822222222 | 1 | |
| 9.612903226 | 1 | |
| 9.333333333 | 1 | |
| 9.24 | 1 |
ldl_hdl_ratio
Real number (ℝ)
High correlation 
| Distinct | 7048 |
|---|---|
| Distinct (%) | 16.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1372885 |
| Minimum | 0.02173913 |
|---|---|
| Maximum | 51.714286 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 688.8 KiB |
Quantile statistics
| Minimum | 0.02173913 |
|---|---|
| 5-th percentile | 0.96551724 |
| Q1 | 1.5294118 |
| median | 2.04 |
| Q3 | 2.625 |
| 95-th percentile | 3.6120748 |
| Maximum | 51.714286 |
| Range | 51.692547 |
| Interquartile range (IQR) | 1.0955882 |
Descriptive statistics
| Standard deviation | 0.97630987 |
|---|---|
| Coefficient of variation (CV) | 0.45679836 |
| Kurtosis | 416.55529 |
| Mean | 2.1372885 |
| Median Absolute Deviation (MAD) | 0.54490566 |
| Skewness | 10.899397 |
| Sum | 94220.226 |
| Variance | 0.95318096 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 399 | 0.9% |
| 3 | 205 | 0.5% |
| 2.5 | 176 | 0.4% |
| 1.5 | 171 | 0.4% |
| 1 | 143 | 0.3% |
| 1.666666667 | 128 | 0.3% |
| 2.333333333 | 126 | 0.3% |
| 2.666666667 | 106 | 0.2% |
| 2.25 | 104 | 0.2% |
| 1.333333333 | 100 | 0.2% |
| Other values (7038) | 42426 |
| Value | Count | Frequency (%) |
| 0.02173913043 | 1 | |
| 0.0243902439 | 1 | |
| 0.08974358974 | 1 | |
| 0.1460674157 | 1 | |
| 0.152173913 | 1 | |
| 0.1523809524 | 1 | |
| 0.16 | 1 | |
| 0.1604938272 | 1 | |
| 0.1643835616 | 1 | |
| 0.1686746988 | 1 |
| Value | Count | Frequency (%) |
| 51.71428571 | 1 | |
| 45.36585366 | 1 | |
| 42 | 1 | |
| 40.25 | 1 | |
| 33.19148936 | 1 | |
| 27.45098039 | 1 | |
| 25.28301887 | 1 | |
| 25 | 1 | |
| 21.53846154 | 1 | |
| 21.28205128 | 1 |
hypertension
Categorical
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 39774 | |
| 1 | 4310 | 9.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 39774 | |
| 1 | 4310 | 9.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 39774 | |
| 1 | 4310 | 9.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 44084 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 39774 | |
| 1 | 4310 | 9.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 44084 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 39774 | |
| 1 | 4310 | 9.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 44084 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 39774 | |
| 1 | 4310 | 9.8% |
Interactions
Correlations
| age | alt | ast | bmi | bp_ratio | cholesterol | cholesterol_ratio | dental_caries | eyesight_left | eyesight_right | fasting_blood_sugar | gender | gtp | hdl | hearing_left | hearing_right | height_cm | hemoglobin | hypertension | ldl | ldl_hdl_ratio | relaxation | serum_creatinine | smoking | systolic | tartar | triglyceride | urine_protein | waist_cm | weight_kg | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| age | 1.000 | -0.074 | 0.113 | -0.057 | 0.066 | 0.076 | 0.024 | 0.124 | -0.339 | -0.336 | 0.211 | 0.434 | -0.022 | 0.020 | 0.247 | 0.251 | -0.498 | -0.317 | 0.135 | 0.065 | 0.024 | 0.052 | -0.177 | 0.173 | 0.111 | 0.098 | 0.030 | 0.009 | -0.038 | -0.339 |
| alt | -0.074 | 1.000 | 0.726 | 0.406 | -0.042 | 0.107 | 0.296 | 0.000 | 0.057 | 0.061 | 0.188 | 0.000 | 0.614 | -0.266 | 0.028 | 0.028 | 0.266 | 0.416 | 0.000 | 0.090 | 0.225 | 0.203 | 0.233 | 0.000 | 0.200 | 0.000 | 0.351 | 0.016 | 0.455 | 0.446 |
| ast | 0.113 | 0.726 | 1.000 | 0.211 | -0.016 | 0.101 | 0.131 | 0.000 | -0.026 | -0.025 | 0.106 | 0.014 | 0.458 | -0.081 | 0.000 | 0.000 | 0.073 | 0.225 | 0.012 | 0.062 | 0.090 | 0.154 | 0.154 | 0.010 | 0.163 | 0.000 | 0.186 | 0.018 | 0.242 | 0.190 |
| bmi | -0.057 | 0.406 | 0.211 | 1.000 | -0.019 | 0.098 | 0.357 | 0.037 | 0.040 | 0.039 | 0.219 | 0.240 | 0.360 | -0.338 | 0.011 | 0.015 | 0.159 | 0.266 | 0.155 | 0.120 | 0.291 | 0.269 | 0.187 | 0.115 | 0.297 | 0.036 | 0.346 | 0.015 | 0.802 | 0.798 |
| bp_ratio | 0.066 | -0.042 | -0.016 | -0.019 | 1.000 | -0.061 | -0.059 | 0.008 | -0.052 | -0.050 | -0.004 | 0.044 | -0.075 | 0.021 | 0.061 | 0.061 | -0.056 | -0.102 | 0.169 | -0.048 | -0.051 | -0.487 | -0.045 | 0.060 | 0.168 | 0.024 | -0.060 | -0.013 | -0.019 | -0.050 |
| cholesterol | 0.076 | 0.107 | 0.101 | 0.098 | -0.061 | 1.000 | 0.492 | 0.000 | -0.009 | -0.008 | 0.052 | 0.088 | 0.139 | 0.158 | 0.030 | 0.027 | -0.081 | 0.049 | 0.046 | 0.892 | 0.558 | 0.092 | 0.016 | 0.035 | 0.053 | 0.006 | 0.250 | -0.013 | 0.068 | 0.021 |
| cholesterol_ratio | 0.024 | 0.296 | 0.131 | 0.357 | -0.059 | 0.492 | 1.000 | 0.000 | 0.016 | 0.020 | 0.142 | 0.083 | 0.281 | -0.749 | 0.000 | 0.000 | 0.148 | 0.268 | 0.029 | 0.628 | 0.947 | 0.144 | 0.191 | 0.081 | 0.118 | 0.025 | 0.577 | 0.000 | 0.384 | 0.344 |
| dental_caries | 0.124 | 0.000 | 0.000 | 0.037 | 0.008 | 0.000 | 0.000 | 1.000 | 0.023 | 0.024 | 0.018 | 0.086 | 0.016 | 0.013 | 0.016 | 0.020 | 0.083 | 0.069 | 0.008 | 0.000 | 0.010 | 0.019 | 0.000 | 0.104 | 0.021 | 0.172 | 0.020 | 0.005 | 0.034 | 0.067 |
| eyesight_left | -0.339 | 0.057 | -0.026 | 0.040 | -0.052 | -0.009 | 0.016 | 0.023 | 1.000 | 0.695 | -0.060 | 0.163 | 0.043 | -0.023 | 0.068 | 0.067 | 0.243 | 0.161 | 0.038 | -0.008 | 0.011 | 0.006 | 0.107 | 0.078 | -0.036 | 0.014 | 0.021 | -0.013 | 0.038 | 0.177 |
| eyesight_right | -0.336 | 0.061 | -0.025 | 0.039 | -0.050 | -0.008 | 0.020 | 0.024 | 0.695 | 1.000 | -0.060 | 0.161 | 0.045 | -0.026 | 0.067 | 0.069 | 0.248 | 0.165 | 0.039 | -0.007 | 0.014 | 0.007 | 0.106 | 0.082 | -0.033 | 0.014 | 0.023 | -0.012 | 0.040 | 0.179 |
| fasting_blood_sugar | 0.211 | 0.188 | 0.106 | 0.219 | -0.004 | 0.052 | 0.142 | 0.018 | -0.060 | -0.060 | 1.000 | 0.108 | 0.270 | -0.133 | 0.025 | 0.025 | 0.028 | 0.108 | 0.097 | 0.012 | 0.079 | 0.190 | 0.072 | 0.093 | 0.218 | 0.022 | 0.262 | 0.029 | 0.253 | 0.174 |
| gender | 0.434 | 0.000 | 0.014 | 0.240 | 0.044 | 0.088 | 0.083 | 0.086 | 0.163 | 0.161 | 0.108 | 1.000 | 0.133 | 0.248 | 0.012 | 0.011 | 0.778 | 0.735 | 0.043 | 0.029 | 0.011 | 0.164 | 0.113 | 0.508 | 0.185 | 0.056 | 0.230 | 0.018 | 0.434 | 0.613 |
| gtp | -0.022 | 0.614 | 0.458 | 0.360 | -0.075 | 0.139 | 0.281 | 0.016 | 0.043 | 0.045 | 0.270 | 0.133 | 1.000 | -0.222 | 0.000 | 0.000 | 0.296 | 0.445 | 0.070 | 0.064 | 0.178 | 0.272 | 0.286 | 0.158 | 0.255 | 0.020 | 0.454 | 0.022 | 0.462 | 0.433 |
| hdl | 0.020 | -0.266 | -0.081 | -0.338 | 0.021 | 0.158 | -0.749 | 0.013 | -0.023 | -0.026 | -0.133 | 0.248 | -0.222 | 1.000 | 0.007 | 0.009 | -0.229 | -0.272 | 0.032 | -0.058 | -0.640 | -0.099 | -0.210 | 0.143 | -0.099 | 0.030 | -0.470 | -0.013 | -0.393 | -0.378 |
| hearing_left | 0.247 | 0.028 | 0.000 | 0.011 | 0.061 | 0.030 | 0.000 | 0.016 | 0.068 | 0.067 | 0.025 | 0.012 | 0.000 | 0.007 | 1.000 | 0.481 | 0.085 | 0.039 | 0.032 | 0.000 | 0.000 | 0.000 | 0.000 | 0.022 | 0.050 | 0.031 | 0.000 | 0.007 | 0.026 | 0.052 |
| hearing_right | 0.251 | 0.028 | 0.000 | 0.015 | 0.061 | 0.027 | 0.000 | 0.020 | 0.067 | 0.069 | 0.025 | 0.011 | 0.000 | 0.009 | 0.481 | 1.000 | 0.081 | 0.042 | 0.031 | 0.000 | 0.000 | 0.000 | 0.012 | 0.016 | 0.048 | 0.025 | 0.000 | 0.000 | 0.018 | 0.051 |
| height_cm | -0.498 | 0.266 | 0.073 | 0.159 | -0.056 | -0.081 | 0.148 | 0.083 | 0.243 | 0.248 | 0.028 | 0.778 | 0.296 | -0.229 | 0.085 | 0.081 | 1.000 | 0.583 | 0.021 | -0.054 | 0.104 | 0.119 | 0.476 | 0.416 | 0.096 | 0.054 | 0.167 | 0.009 | 0.388 | 0.698 |
| hemoglobin | -0.317 | 0.416 | 0.225 | 0.266 | -0.102 | 0.049 | 0.268 | 0.069 | 0.161 | 0.165 | 0.108 | 0.735 | 0.445 | -0.272 | 0.039 | 0.042 | 0.583 | 1.000 | 0.078 | 0.057 | 0.210 | 0.230 | 0.490 | 0.405 | 0.188 | 0.058 | 0.292 | 0.024 | 0.396 | 0.538 |
| hypertension | 0.135 | 0.000 | 0.012 | 0.155 | 0.169 | 0.046 | 0.029 | 0.008 | 0.038 | 0.039 | 0.097 | 0.043 | 0.070 | 0.032 | 0.032 | 0.031 | 0.021 | 0.078 | 1.000 | 0.005 | 0.000 | 0.718 | 0.020 | 0.008 | 0.798 | 0.006 | 0.101 | 0.045 | 0.158 | 0.115 |
| ldl | 0.065 | 0.090 | 0.062 | 0.120 | -0.048 | 0.892 | 0.628 | 0.000 | -0.008 | -0.007 | 0.012 | 0.029 | 0.064 | -0.058 | 0.000 | 0.000 | -0.054 | 0.057 | 0.005 | 1.000 | 0.773 | 0.055 | 0.045 | 0.012 | 0.020 | 0.006 | 0.093 | -0.012 | 0.094 | 0.054 |
| ldl_hdl_ratio | 0.024 | 0.225 | 0.090 | 0.291 | -0.051 | 0.558 | 0.947 | 0.010 | 0.011 | 0.014 | 0.079 | 0.011 | 0.178 | -0.640 | 0.000 | 0.000 | 0.104 | 0.210 | 0.000 | 0.773 | 1.000 | 0.098 | 0.162 | 0.011 | 0.070 | 0.000 | 0.351 | -0.002 | 0.304 | 0.270 |
| relaxation | 0.052 | 0.203 | 0.154 | 0.269 | -0.487 | 0.092 | 0.144 | 0.019 | 0.006 | 0.007 | 0.190 | 0.164 | 0.272 | -0.099 | 0.000 | 0.000 | 0.119 | 0.230 | 0.718 | 0.055 | 0.098 | 1.000 | 0.094 | 0.093 | 0.739 | 0.021 | 0.224 | 0.021 | 0.282 | 0.262 |
| serum_creatinine | -0.177 | 0.233 | 0.154 | 0.187 | -0.045 | 0.016 | 0.191 | 0.000 | 0.107 | 0.106 | 0.072 | 0.113 | 0.286 | -0.210 | 0.000 | 0.012 | 0.476 | 0.490 | 0.020 | 0.045 | 0.162 | 0.094 | 1.000 | 0.024 | 0.077 | 0.006 | 0.157 | 0.011 | 0.283 | 0.419 |
| smoking | 0.173 | 0.000 | 0.010 | 0.115 | 0.060 | 0.035 | 0.081 | 0.104 | 0.078 | 0.082 | 0.093 | 0.508 | 0.158 | 0.143 | 0.022 | 0.016 | 0.416 | 0.405 | 0.008 | 0.012 | 0.011 | 0.093 | 0.024 | 1.000 | 0.088 | 0.101 | 0.236 | 0.008 | 0.225 | 0.311 |
| systolic | 0.111 | 0.200 | 0.163 | 0.297 | 0.168 | 0.053 | 0.118 | 0.021 | -0.036 | -0.033 | 0.218 | 0.185 | 0.255 | -0.099 | 0.050 | 0.048 | 0.096 | 0.188 | 0.798 | 0.020 | 0.070 | 0.739 | 0.077 | 0.088 | 1.000 | 0.005 | 0.212 | 0.016 | 0.312 | 0.265 |
| tartar | 0.098 | 0.000 | 0.000 | 0.036 | 0.024 | 0.006 | 0.025 | 0.172 | 0.014 | 0.014 | 0.022 | 0.056 | 0.020 | 0.030 | 0.031 | 0.025 | 0.054 | 0.058 | 0.006 | 0.006 | 0.000 | 0.021 | 0.006 | 0.101 | 0.005 | 1.000 | 0.037 | 0.011 | 0.045 | 0.054 |
| triglyceride | 0.030 | 0.351 | 0.186 | 0.346 | -0.060 | 0.250 | 0.577 | 0.020 | 0.021 | 0.023 | 0.262 | 0.230 | 0.454 | -0.470 | 0.000 | 0.000 | 0.167 | 0.292 | 0.101 | 0.093 | 0.351 | 0.224 | 0.157 | 0.236 | 0.212 | 0.037 | 1.000 | 0.006 | 0.396 | 0.345 |
| urine_protein | 0.009 | 0.016 | 0.018 | 0.015 | -0.013 | -0.013 | 0.000 | 0.005 | -0.013 | -0.012 | 0.029 | 0.018 | 0.022 | -0.013 | 0.007 | 0.000 | 0.009 | 0.024 | 0.045 | -0.012 | -0.002 | 0.021 | 0.011 | 0.008 | 0.016 | 0.011 | 0.006 | 1.000 | 0.024 | 0.017 |
| waist_cm | -0.038 | 0.455 | 0.242 | 0.802 | -0.019 | 0.068 | 0.384 | 0.034 | 0.038 | 0.040 | 0.253 | 0.434 | 0.462 | -0.393 | 0.026 | 0.018 | 0.388 | 0.396 | 0.158 | 0.094 | 0.304 | 0.282 | 0.283 | 0.225 | 0.312 | 0.045 | 0.396 | 0.024 | 1.000 | 0.806 |
| weight_kg | -0.339 | 0.446 | 0.190 | 0.798 | -0.050 | 0.021 | 0.344 | 0.067 | 0.177 | 0.179 | 0.174 | 0.613 | 0.433 | -0.378 | 0.052 | 0.051 | 0.698 | 0.538 | 0.115 | 0.054 | 0.270 | 0.262 | 0.419 | 0.311 | 0.265 | 0.054 | 0.345 | 0.017 | 0.806 | 1.000 |
Missing values
Sample
| gender | age | height_cm | weight_kg | waist_cm | eyesight_left | eyesight_right | hearing_left | hearing_right | systolic | relaxation | fasting_blood_sugar | cholesterol | triglyceride | hdl | ldl | hemoglobin | urine_protein | serum_creatinine | ast | alt | gtp | dental_caries | tartar | smoking | bmi | bp_ratio | cholesterol_ratio | ldl_hdl_ratio | hypertension | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 40 | 155 | 60 | 81.3 | 1.2 | 1.0 | 1.0 | 1.0 | 114.0 | 73.0 | 94.0 | 215.0 | 82.0 | 73.0 | 126.0 | 12.9 | 1.0 | 0.7 | 18.0 | 19.0 | 27.0 | 0 | 1 | 0 | 24.973985 | 1.561644 | 2.945205 | 1.726027 | 0 |
| 1 | 0 | 40 | 160 | 60 | 81.0 | 0.8 | 0.6 | 1.0 | 1.0 | 119.0 | 70.0 | 130.0 | 192.0 | 115.0 | 42.0 | 127.0 | 12.7 | 1.0 | 0.6 | 22.0 | 19.0 | 18.0 | 0 | 1 | 0 | 23.437500 | 1.700000 | 4.571429 | 3.023810 | 0 |
| 2 | 1 | 55 | 170 | 60 | 80.0 | 0.8 | 0.8 | 1.0 | 1.0 | 138.0 | 86.0 | 89.0 | 242.0 | 182.0 | 55.0 | 151.0 | 15.8 | 1.0 | 1.0 | 21.0 | 16.0 | 22.0 | 0 | 0 | 1 | 20.761246 | 1.604651 | 4.400000 | 2.745455 | 0 |
| 3 | 1 | 40 | 165 | 70 | 88.0 | 1.5 | 1.5 | 1.0 | 1.0 | 100.0 | 60.0 | 96.0 | 322.0 | 254.0 | 45.0 | 226.0 | 14.7 | 1.0 | 1.0 | 19.0 | 26.0 | 18.0 | 0 | 1 | 0 | 25.711662 | 1.666667 | 7.155556 | 5.022222 | 0 |
| 4 | 0 | 40 | 155 | 60 | 86.0 | 1.0 | 1.0 | 1.0 | 1.0 | 120.0 | 74.0 | 80.0 | 184.0 | 74.0 | 62.0 | 107.0 | 12.5 | 1.0 | 0.6 | 16.0 | 14.0 | 22.0 | 0 | 0 | 0 | 24.973985 | 1.621622 | 2.967742 | 1.725806 | 0 |
| 5 | 1 | 30 | 180 | 75 | 85.0 | 1.2 | 1.2 | 1.0 | 1.0 | 128.0 | 76.0 | 95.0 | 217.0 | 199.0 | 48.0 | 129.0 | 16.2 | 1.0 | 1.2 | 18.0 | 27.0 | 33.0 | 0 | 1 | 0 | 23.148148 | 1.684211 | 4.520833 | 2.687500 | 0 |
| 6 | 1 | 40 | 160 | 60 | 85.5 | 1.0 | 1.0 | 1.0 | 1.0 | 116.0 | 82.0 | 94.0 | 226.0 | 68.0 | 55.0 | 157.0 | 17.0 | 1.0 | 0.7 | 21.0 | 27.0 | 39.0 | 1 | 1 | 1 | 23.437500 | 1.414634 | 4.109091 | 2.854545 | 0 |
| 7 | 1 | 45 | 165 | 90 | 96.0 | 1.2 | 1.0 | 1.0 | 1.0 | 153.0 | 96.0 | 158.0 | 222.0 | 269.0 | 34.0 | 134.0 | 15.0 | 1.0 | 1.3 | 38.0 | 71.0 | 111.0 | 0 | 1 | 0 | 33.057851 | 1.593750 | 6.529412 | 3.941176 | 1 |
| 8 | 0 | 50 | 150 | 60 | 85.0 | 0.7 | 0.8 | 1.0 | 1.0 | 115.0 | 74.0 | 86.0 | 210.0 | 66.0 | 48.0 | 149.0 | 13.7 | 1.0 | 0.8 | 31.0 | 31.0 | 14.0 | 0 | 0 | 0 | 26.666667 | 1.554054 | 4.375000 | 3.104167 | 0 |
| 9 | 1 | 45 | 175 | 75 | 89.0 | 1.0 | 1.0 | 1.0 | 1.0 | 113.0 | 64.0 | 94.0 | 198.0 | 147.0 | 43.0 | 126.0 | 16.0 | 1.0 | 0.8 | 26.0 | 24.0 | 63.0 | 0 | 0 | 0 | 24.489796 | 1.765625 | 4.604651 | 2.930233 | 0 |
| gender | age | height_cm | weight_kg | waist_cm | eyesight_left | eyesight_right | hearing_left | hearing_right | systolic | relaxation | fasting_blood_sugar | cholesterol | triglyceride | hdl | ldl | hemoglobin | urine_protein | serum_creatinine | ast | alt | gtp | dental_caries | tartar | smoking | bmi | bp_ratio | cholesterol_ratio | ldl_hdl_ratio | hypertension | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 44543 | 1 | 20 | 170 | 65 | 76.0 | 0.9 | 0.7 | 1.0 | 1.0 | 110.0 | 70.0 | 79.0 | 184.0 | 63.0 | 57.0 | 114.0 | 15.8 | 1.0 | 1.0 | 15.0 | 13.0 | 14.0 | 0 | 1 | 0 | 22.491349 | 1.571429 | 3.228070 | 2.000000 | 0 |
| 44544 | 0 | 45 | 165 | 45 | 58.0 | 0.9 | 1.2 | 1.0 | 1.0 | 133.0 | 75.0 | 110.0 | 190.0 | 86.0 | 63.0 | 110.0 | 13.0 | 1.0 | 0.8 | 20.0 | 16.0 | 10.0 | 0 | 1 | 0 | 16.528926 | 1.773333 | 3.015873 | 1.746032 | 0 |
| 44545 | 1 | 45 | 185 | 95 | 99.0 | 1.0 | 1.0 | 1.0 | 1.0 | 126.0 | 86.0 | 105.0 | 207.0 | 131.0 | 50.0 | 130.0 | 14.0 | 1.0 | 1.0 | 31.0 | 48.0 | 32.0 | 0 | 1 | 0 | 27.757487 | 1.465116 | 4.140000 | 2.600000 | 0 |
| 44546 | 1 | 60 | 160 | 55 | 77.0 | 0.7 | 0.2 | 1.0 | 1.0 | 118.0 | 68.0 | 107.0 | 192.0 | 112.0 | 64.0 | 106.0 | 15.5 | 1.0 | 1.2 | 35.0 | 21.0 | 17.0 | 0 | 0 | 1 | 21.484375 | 1.735294 | 3.000000 | 1.656250 | 0 |
| 44547 | 1 | 60 | 165 | 70 | 87.0 | 0.6 | 1.0 | 1.0 | 1.0 | 124.0 | 78.0 | 107.0 | 193.0 | 109.0 | 48.0 | 123.0 | 15.5 | 1.0 | 1.1 | 20.0 | 17.0 | 32.0 | 1 | 0 | 1 | 25.711662 | 1.589744 | 4.020833 | 2.562500 | 0 |
| 44548 | 1 | 50 | 170 | 65 | 88.0 | 1.2 | 1.2 | 1.0 | 1.0 | 148.0 | 94.0 | 102.0 | 182.0 | 168.0 | 40.0 | 108.0 | 15.2 | 1.0 | 1.0 | 45.0 | 49.0 | 51.0 | 0 | 1 | 0 | 22.491349 | 1.574468 | 4.550000 | 2.700000 | 1 |
| 44549 | 1 | 35 | 175 | 70 | 84.0 | 0.6 | 0.7 | 1.0 | 1.0 | 105.0 | 74.0 | 88.0 | 187.0 | 60.0 | 57.0 | 118.0 | 15.2 | 1.0 | 0.9 | 20.0 | 14.0 | 16.0 | 0 | 1 | 0 | 22.857143 | 1.418919 | 3.280702 | 2.070175 | 0 |
| 44550 | 1 | 35 | 175 | 70 | 70.9 | 1.5 | 1.5 | 1.0 | 1.0 | 116.0 | 70.0 | 95.0 | 145.0 | 58.0 | 41.0 | 92.0 | 13.4 | 1.0 | 1.0 | 18.0 | 19.0 | 10.0 | 0 | 1 | 0 | 22.857143 | 1.657143 | 3.536585 | 2.243902 | 0 |
| 44551 | 1 | 50 | 165 | 90 | 106.8 | 0.8 | 0.5 | 1.0 | 1.0 | 122.0 | 75.0 | 91.0 | 179.0 | 139.0 | 47.0 | 104.0 | 14.5 | 1.0 | 0.9 | 30.0 | 49.0 | 40.0 | 0 | 1 | 1 | 33.057851 | 1.626667 | 3.808511 | 2.212766 | 0 |
| 44552 | 1 | 25 | 175 | 80 | 93.2 | 1.2 | 1.5 | 1.0 | 1.0 | 124.0 | 76.0 | 78.0 | 197.0 | 51.0 | 49.0 | 138.0 | 11.4 | 1.0 | 1.0 | 23.0 | 11.0 | 20.0 | 0 | 1 | 0 | 26.122449 | 1.631579 | 4.020408 | 2.816327 | 0 |